8 niche SaaS problems worth exploring in 2024

Executive overview

Finding a viable SaaS idea is hard when you're looking at crowded markets. Exploring forums, Twitter complaints, and founder communities surfaces real pain points that haven't been solved well yet.

Eight specific problems are presented — from on-prem productivity tools to gamified data science challenges — drawn from YC alumni, investors, and founders.

The fastest path to a SaaS idea is finding a specific person publicly complaining about software that's broken or overpriced.

The eight ideas

1. On-prem Google Workspace alternative — self-hosted suite covering auth, email, calendar, and drive, with no IT required. The self-hosted software market remains large despite cloud adoption.
2. Dynamic sales deck builder — generates a tailored slide deck based on prospect pain points entered before the call. Works in self-serve or live sales contexts.
3. House cleaning business software — existing tools (e.g. Launch 27) were acquired by private equity and neglected. Owners in Facebook groups are actively looking for a replacement.
4. Niche research aggregator — searches analyst reports and industry research the way Google Scholar searches academia. Key challenge: finding who pays and how much.
5. Simple digital asset manager for early-stage startups — existing DAMs start at $438/month and require a demo call. A self-serve, lower-feature option for small teams is missing.
6. AI-powered software troubleshooting — ingests a codebase plus support ticket text, images, and videos, then proposes causes and fixes. Best started with a single language or platform.
7. Conference and events aggregator — crawls the web for in-person industry events rather than relying on manual submissions. Monetise the data (Crunchbase model), not ads.
8. iCodeThis for data scientists — daily coding challenges with automated evaluation and a community for sharing solutions. B2C-leaning but a viable first business.

How to evaluate these ideas

• Use Rob Walling's 5 PM pre-validation framework (Startups for the Rest of Us, episode 628) before committing.
• Finding competitors is a positive signal — it confirms someone is making money in the space.
• Look at product reviews of existing tools to identify gaps, not just the tools themselves.
• Talk to potential customers before building — ask how they handle the problem today.